Turn intent into an architecture you can defend

skaftorAI maps requirements onto services, data, and interfaces — a technical blueprint that shows how the change fits the system you already have, before anyone opens an editor.

01

The shape of the work, made explicit

From approved requirements, skaftorAI generates a blueprint: the services involved, the data that moves between them, the interfaces that change, and the boundaries the work must respect. It is the architecture conversation, drafted — so review starts from something concrete.

  • Services, data models, and interfaces mapped from intent
  • New components distinguished from changes to existing ones
  • Boundaries and dependencies made visible up front
02

Reviewable, not a black box

A blueprint is meant to be argued with. Engineers and architects annotate it, push back, and revise before it becomes work — so the design decisions happen in the open and the trade-offs are recorded alongside the choice.

  • Annotate and revise the blueprint in review
  • Trade-offs and decisions captured next to the design
  • Approval required before a blueprint becomes work orders
03

Aware of the system, not just the ticket

Because blueprints are drafted against repo intelligence and organizational memory, they reflect how your services actually connect today — flagging when a proposed change touches a shared boundary or duplicates something that already exists.

Build with memory.

Turn intent into architecture, work, and shipped code — in one governed pipeline your team approves at every step.